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OSM Node Density 2014

於 2014年六月27日 由 tyr_asdEnglish發表。

Exactly one year ago I published my first visualization of the global OpenStreetMap data density. This is the updated 2014 edition.

(click image for slippy map or here for high-res images)

Each pixel shows the number of nodes in its corresponding area¹. But this year every point that has data in it is shown (i.e. there is at least one node at that location - last year only locations with more than 1000 nodes were included). Also, the slippy map has two more zoom levels which reveal even more impressive details like on this crop of the central Alps:

Here is a low-zoom image of the whole planet:

¹ Yes, this is Mercator map tile area, not actual on-the-ground area. Keep this in mind when comparing regions at different latitudes!

² Copying: visualizations © Martin Raifer, CC-BY - source data © OpenStreetMap contributors, ODbL

PS: The visualizations are based on a planet file I downloaded one or two weeks ago. It was processed using some custom scripts based on node-osmium, the graphics were made with gnuplot (just like last years’) and finally the map tiles for the slippy map were cut using imagemagick. I could probably explain the individual steps in a separate blog post, if anyone was interested - let me know!

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討論

imagico2014年06月27日 11時15分 發表的評論

Very nice. Maybe you could publish the color scales for the different zoom levels, i.e. what color represents how many nodes per web mercator square kilometers.

Converting the data to real densities should be relatively easy by multiplying with the area scaling function of the projection. This would lighten up the polar regions quite a bit, Greenland for example is is fact mapped with similar node density in the north and south.

Endres Pelka2014年06月27日 14時14分 發表的評論

Yes, please publish the individual steps. I’d like to render a similar map, but only for some smaller regions and with higher zoom levels :)

HannesHH2014年06月28日 10時27分 發表的評論

That’s gorgeous! I want that Europe image framed on my wall. :)

marscot2014年06月28日 11時12分 發表的評論

that is a great picture

grin2014年06月28日 16時45分 發表的評論

Beautiful, thank you very much!

AnnaPS2014年06月28日 18時04分 發表的評論

This is gorgeous. I’d love to see a blogpost with the individual steps!

Noro Hibu2014年08月12日 07時15分 發表的評論

I am interested. Please tell in detail how you did it)

stev2015年02月15日 17時57分 發表的評論

Hi,

I’m writing a thesis on whether Hadoop / other “big data” tools might be useful to analyse OSM data (https://lists.openstreetmap.org/pipermail/dev/2015-January/028227.html) so this is the sort of operation that it would be great to compare. If you have any further details about how you did it I would be much obliged.

Thanks

Stephen

Enock4seth2015年04月29日 20時05分 發表的評論

Awesome! I like it.

goclem2017年02月 9日 09時39分 發表的評論

Thanks a lot for this map! I was wondering what was the maximum number of nodes in one pixel of your map. I understand that the minimum is 1000. Best, Clément

tyr_asd2017年02月 9日 10時01分 發表的評論

@goclem: In this visualization (as well as the updated one) from 2016, there is no minimum number of nodes in a pixel. The maximum depends very much on the zoom level you’re looking at. Frederic’s analysis from 2013 may give you some more insight into what absolute numbers one might have to expect.

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